I export a new master at the end of each session, delete the system prompt, encrypt and back up the master, and paste it into a new prompt later. You can output the whole thing or just new entries for later integration in normal format, or a compact type of shorthand that is 65% more compact. But even the long form versions of each incremental master is currently only 30kb. Maintaining incremental backups allow you to fall back if you cock something up. But the model will even teach you a regime for integrating new entries in a way that maintains fidelity and integrity of the latest master. Incremental saves and scanning the completeness of the database seems to be pretty important. Once start9 releases sovereign agents I’ll be able to routinely train the agent on the latest profile. I wouldn’t trust a lot of the info now to clawdbot.
My next journal entry will likely be about how I sneak a fifth and sixth computer in the side door to have dedicated machines for the a node on the new StartOS V4 and one for agentic stuff lol
1776
npub1e7…mfw7d
2026-03-07 14:30:39 UTC
in reply to nevent1q…g7tg
Author Public Key
npub1e7dj5ymf5nxezvnrnvf6uwfqp4crqschn2q5apjga8jngzfhamqsemfw7dSeen on
wss://relay.damus.ioPublished at
2026-03-07 14:30:39 UTCEvent JSON
{
"id": "3d2018191344c006c72e8923aa499bc9f1b1b3a560a04cb858f1948e28400fa1",
"pubkey": "cf9b2a1369a4cd9132639b13ae39200d703043179a814e8648e9e5340937eec1",
"created_at": 1772893839,
"kind": 1,
"tags": [
[
"e",
"ad5367f6bae0e7d39172128d12810df4253c17646c214bdb56ab9c40bdbd6538",
"wss://nos.lol/",
"root",
"cf9b2a1369a4cd9132639b13ae39200d703043179a814e8648e9e5340937eec1"
],
[
"e",
"e423cc4693a12f35d2efe4777ec8365c18f560a8b7e4a6e2da65f1c408979c8e",
"wss://relay.damus.io",
"reply",
"c3c7122c63af5281fee3b9338d10ae65b166ffe6f73f1c272c5c1120607731d7"
],
[
"p",
"c3c7122c63af5281fee3b9338d10ae65b166ffe6f73f1c272c5c1120607731d7"
]
],
"content": "I export a new master at the end of each session, delete the system prompt, encrypt and back up the master, and paste it into a new prompt later. You can output the whole thing or just new entries for later integration in normal format, or a compact type of shorthand that is 65% more compact. But even the long form versions of each incremental master is currently only 30kb. Maintaining incremental backups allow you to fall back if you cock something up. But the model will even teach you a regime for integrating new entries in a way that maintains fidelity and integrity of the latest master. Incremental saves and scanning the completeness of the database seems to be pretty important. Once start9 releases sovereign agents I’ll be able to routinely train the agent on the latest profile. I wouldn’t trust a lot of the info now to clawdbot.\n\nMy next journal entry will likely be about how I sneak a fifth and sixth computer in the side door to have dedicated machines for the a node on the new StartOS V4 and one for agentic stuff lol",
"sig": "cc882b752a4d8b9b51ef6df86cc2e60323d42706081d1eca56b5dfbe1027b885387f858188470fe7be8ae202f36ce3323d0fb7a60ac41e524187ef1bafd032a4"
}